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Download PBR materials on demand and convert to Three.js MeshPhysicalMaterial JSON

Project description

threejs-materials

A Python library that converts PBR materials into Three.js MeshPhysicalMaterial-compatible JSON with base64-encoded textures.

The primary input format is MaterialX — the library can download materials on demand from four open sources and bake procedural graphs into flat textures. For Blender / USD users, Material.from_usd() reads UsdPreviewSurface materials directly without baking.

Studio mode (full PBR) CAD mode (interpolate_color())

Installation

MaterialX support

pip install threejs-materials
# uv pip install threejs-materials
# uv add threejs-materials

Dependencies

  • materialx >= 1.39.4 — MaterialX SDK with TextureBaker
  • requests >= 2.31.0 — HTTP downloads
  • openexr >= 3.3 — EXR to PNG conversion

Optional: USD support

pip install threejs-materials[usd]
# uv pip install --extra usd threejs-materials
# uv add --extra usd threejs-materials

Additional dependencies

  • usd-core >= 26.3 — MaterialX SDK with TextureBaker

This installs usd-core for Material.from_usd().

Note usd-core may not support the latest Python version as binary package. It will try to compile it during installation.

Output Formats

Three.js

The internal format uses Three.js MeshPhysicalMaterial property names. Both MaterialX and USD pipelines produce the same structure. Each property carries a value, a base64-encoded texture, or both:

{
    "id": "Car Paint",
    "name": "Car Paint",
    "source": "gpuopen",
    "properties": {
        "color": {
            "value": [0.944, 0.776, 0.373],
            "texture": "data:image/png;base64,..."
        },
        "metalness": { "value": 1.0 },
        "roughness": { "value": 0.5, "texture": "data:image/png;base64,..." },
        "normal": { "texture": "data:image/png;base64,..." },
        "ior": { "value": 1.5 }
    }
}

Parametric materials (PhysicallyBased) have values only:

{
    "id": "Gold",
    "name": "Gold",
    "source": "physicallybased",
    "properties": {
        "color": { "value": [1.059, 0.773, 0.307] },
        "metalness": { "value": 1.0 },
        "roughness": { "value": 0.0 },
        "ior": { "value": 1.5 }
    }
}

Property name mapping

Each output property maps to Three.js MeshPhysicalMaterial fields:

Output property value texture
color color map
metalness metalness metalnessMap
roughness roughness roughnessMap
normal normalMap
normalScale normalScale
ao aoMap
emissive emissive emissiveMap
emissiveIntensity emissiveIntensity
ior ior
transmission transmission transmissionMap
thickness thickness thicknessMap
attenuationColor attenuationColor
attenuationDistance attenuationDistance
clearcoat clearcoat clearcoatMap
clearcoatRoughness clearcoatRoughness
clearcoatNormal clearcoatNormalMap
sheen sheen
sheenColor sheenColor sheenColorMap
sheenRoughness sheenRoughness
iridescence iridescence iridescenceMap
iridescenceIOR iridescenceIOR
iridescenceThicknessRange iridescenceThicknessRange
anisotropy anisotropy
anisotropyRotation anisotropyRotation
specularIntensity specularIntensity specularIntensityMap
specularColor specularColor specularColorMap
opacity opacity alphaMap
transparent transparent
alphaTest alphaTest
dispersion dispersion
displacement displacementMap
displacementScale displacementScale
side side
metallicRoughness metalnessMap + roughnessMap (G=roughness, B=metalness)

glTF

to_gltf() converts a single material to the glTF 2.0 JSON structure. collect_gltf_textures() does the same for multiple materials with shared, deduplicated textures. Both return the same schema:

{
    "asset": { "version": "2.0", "generator": "threejs-materials" },
    "images": [
        { "uri": "data:image/png;base64,..." }
    ],
    "samplers": [
        { "magFilter": 9729, "minFilter": 9987, "wrapS": 10497, "wrapT": 10497 }
    ],
    "textures": [
        { "source": 0, "sampler": 0 }
    ],
    "materials": [
        {
            "name": "Car Paint",
            "pbrMetallicRoughness": {
                "baseColorFactor": [0.944, 0.776, 0.373, 1.0],
                "baseColorTexture": { "index": 0 },
                "metallicFactor": 1.0,
                "roughnessFactor": 0.5,
                "metallicRoughnessTexture": { "index": 1 }
            },
            "normalTexture": { "index": 2 },
            "extensions": {
                "KHR_materials_clearcoat": { "clearcoatFactor": 0.8 }
            }
        }
    ],
    "extensionsUsed": ["KHR_materials_clearcoat"]
}

Single material

mat = Material.gpuopen.load("Car Paint")
gltf = mat.to_gltf()

Multiple materials with texture deduplication

from threejs_materials import Material, collect_gltf_textures

materials = {
    "body": Material.gpuopen.load("Car Paint"),
    "wood": Material.gpuopen.load("Ivory Walnut Solid Wood"),
    "glass": Material.physicallybased.load("Glass"),
}

gltf = collect_gltf_textures(materials)
# Textures shared across materials are deduplicated in the images array.

Import from glTF

mat = Material.from_gltf(gltf_data)           # first material
mat = Material.from_gltf(gltf_data, index=1)  # second material

Texture repeat

Material.scale() is exported as the KHR_texture_transform extension on each texture reference:

tiled = mat.scale(2, 2)  # texture appears 2x larger
gltf = tiled.to_gltf()
# Each texture ref gets: "extensions": {"KHR_texture_transform": {"scale": [0.5, 0.5]}}

glTF extensions used

Advanced material features are mapped to standard KHR_materials_* extensions:

Feature glTF extension
IOR KHR_materials_ior
Transmission KHR_materials_transmission
Volume (thickness, attenuation) KHR_materials_volume
Clearcoat KHR_materials_clearcoat
Sheen KHR_materials_sheen
Iridescence KHR_materials_iridescence
Anisotropy KHR_materials_anisotropy
Specular KHR_materials_specular
Emissive strength KHR_materials_emissive_strength
Dispersion KHR_materials_dispersion
Texture repeat KHR_texture_transform

Three.js ↔ glTF conversion

The glTF export is visually lossless for all properties except displacement. The round-trip to_gltf()from_gltf() preserves material appearance but merges some internal representations:

Property Round-trip behavior
All scalar values Preserved exactly
All textures Preserved (base64 URIs survive the round-trip)
Opacity texture Merged into baseColorTexture alpha channel — cannot be separated back
Separate metalness + roughness textures Packed into one metallicRoughnessTexture — comes back packed
displacement / displacementScale Lost — no glTF equivalent (see note below)
texture_repeat / scale() Preserved via KHR_texture_transform
Source metadata (id, source, url, license) Not stored in glTF; from_gltf() sets source="gltf"

Round-trip example

m = Material.gpuopen.load("Perforated Metal")
g = m.to_gltf()
m2 = Material.from_gltf(g)

Original material (m):

color: value=[1.0, 1.0, 1.0], texture='data:image/png;base64,...'
metalness: value=1.0, texture='data:image/png;base64,...'
roughness: value=1.0, texture='data:image/png;base64,...'
normal: texture='data:image/png;base64,...'
specularIntensity: value=1.0
specularColor: value=[1.0, 1.0, 1.0]
ior: value=1.5
opacity: texture='data:image/png;base64,...'

After round-trip (m2):

color: value=[1.0, 1.0, 1.0], texture='data:image/png;base64,...'
metalness: value=1.0
roughness: value=1.0
metallicRoughness: texture='data:image/png;base64,...'
normal: texture='data:image/png;base64,...'
ior: value=1.5
alphaTest: value=0.5
specularIntensity: value=1.0
specularColor: value=[1.0, 1.0, 1.0]

What changed:

  • opacity texture disappeared — it was merged into the color texture's alpha channel (glTF has no separate opacity texture). The resulting RGBA baseColorTexture is now the color texture.
  • alphaTest: 0.5 appeared — since the original had an opacity texture, to_gltf() sets alphaMode: "MASK" with alphaCutoff: 0.5. On import this becomes alphaTest.
  • Separate metalness + roughness textures → metallicRoughness — glTF only supports a single packed metallicRoughnessTexture (G=roughness, B=metalness). On import this comes back as the packed metallicRoughness property.

The visual result is identical — all changes are representation differences, not data loss.

Note on displacement

Displacement mapping is the only property fully lost in the glTF conversion. In practice this is rarely an issue for CAD workflows:

  • Displacement is a vertex-level effect — it offsets mesh vertices along their normals based on a texture. This requires a sufficiently dense mesh to produce visible detail.
  • CAD tessellation produces meshes optimized for geometric accuracy, not displacement fidelity. Large flat faces (common in CAD) are tessellated with very few triangles, making displacement ineffective.
  • Even in the internal Three.js format, displacement is optional and most CAD viewers ignore it.
  • For visual surface detail, normal maps (which survive the round-trip) are a better fit — they simulate surface relief without requiring extra geometry.

Common API

Customization

material.override(**props) -> Material

Return a new Material with property overrides. The original material is not modified.

mat = Material.gpuopen.load("Car Paint")

red_paint = mat.override(color=(0.8, 0.1, 0.1))
rough_red = mat.override(color=(0.8, 0.1, 0.1), roughness=0.9)

Overrides set the value of the named property, creating it if absent. Existing textures are preserved. Calls can be chained: mat.override(color=(1,0,0)).override(roughness=0.5).

material.scale(u, v) -> Material

Return a new Material with texture scaling applied. The original material is not modified.

tiled = mat.scale(3, 3)      # texture appears 3x larger
small = mat.scale(0.5, 0.5)  # texture tiles 2x in each direction

scale(u, v) sets texture_repeat = (1/u, 1/v) internally. In Three.js this maps to texture.repeat, in glTF it is exported as KHR_texture_transform with scale: [1/u, 1/v]. Can be chained with override(): mat.override(color=(1,0,0)).scale(2, 2).

Import and Export

Material.from_mtlx(mtlx_file) -> Material

Convert a local .mtlx file. Texture paths are resolved relative to the file's location. See MaterialX for details.

mat = Material.from_mtlx("examples/gpuo-car-paint.mtlx")

Material.from_usd(usd_file) -> Material

Load a USD file (.usda, .usdc, .usdz) with UsdPreviewSurface materials. Requires usd-core. See USD for details.

mat = Material.from_usd("model.usda")

Material.from_gltf(gltf_data, index=0) -> Material

Import a material from a glTF structure (the same schema returned by to_gltf() and collect_gltf_textures()). Resolves texture indices back to base64 URIs and maps glTF properties to the internal format. See Three.js ↔ glTF conversion for round-trip behavior.

mat = Material.from_gltf(gltf_data)           # first material
mat = Material.from_gltf(gltf_data, index=1)  # second material

material.to_gltf() -> dict

Convert a single material to the glTF 2.0 JSON structure with asset, images, samplers, textures, and materials arrays. See glTF for the full schema.

gltf = mat.to_gltf()

collect_gltf_textures(materials) -> dict

Convert multiple materials to a glTF structure with shared, deduplicated textures. Returns the same schema as to_gltf(). See glTF for details.

from threejs_materials import Material, collect_gltf_textures

gltf = collect_gltf_textures({
    "body": Material.gpuopen.load("Car Paint"),
    "glass": Material.physicallybased.load("Glass"),
})

Utilities

Material.list_sources()

Print available material sources with clickable URLs.

Material.list_sources()
# Material sources:
#   Material.ambientcg        https://ambientcg.com/list?type=material
#   Material.gpuopen          https://matlib.gpuopen.com/main/materials/all
#   Material.polyhaven        https://polyhaven.com/textures
#   Material.physicallybased  https://physicallybased.info/

material.dump(gltf=False, json_format=False) -> str

Return a human-readable summary of the material. Textures are abbreviated to 'data:image/png;base64,...'. Also used by repr(material).

print(mat.dump())                          # Three.js properties, text
print(mat.dump(gltf=True))                 # glTF structure, text
print(mat.dump(json_format=True))          # Three.js properties, JSON
print(mat.dump(gltf=True, json_format=True))  # glTF structure, JSON

material.interpolate_color() -> (r, g, b, a)

Estimate a single representative sRGB color from a material — useful for CAD viewers that need a flat color per object while keeping a material dictionary for full PBR rendering.

wood = Material.gpuopen.load("Ivory Walnut Solid Wood")

materials = {"wood": wood}      # keep for full PBR rendering
object.material = "wood"
object.color = wood.interpolate_color()   # (0.53, 0.31, 0.18, 1.0)

When the material has a color texture, the texture is decoded and averaged (requires Pillow). Scalar colors (linear RGB) are converted to sRGB. Transmission and opacity are mapped to the alpha channel so glass-like materials appear semi-transparent.

encode_texture_base64(file_path) -> str

Encode an image file as a base64 data URI. Automatically converts EXR to PNG.

from threejs_materials import encode_texture_base64

data_uri = encode_texture_base64("path/to/textures/normal.png")
# -> 'data:image/png;base64,iVBORw0KGgo...'

Three.js usage

From internal format (single material)

const data = JSON.parse(jsonStr);
const material = new THREE.MeshPhysicalMaterial();

for (const [key, prop] of Object.entries(data.properties)) {
    if (prop.texture) {
        material[key] = new THREE.TextureLoader().load(prop.texture);
    }
    if (prop.value !== undefined) {
        if (Array.isArray(prop.value) && prop.value.length === 3) {
            material[key] = new THREE.Color(...prop.value);
        } else {
            material[key] = prop.value;
        }
    }
}

From glTF (multi-material)

When using collect_gltf_textures() to produce a multi-material glTF JSON, load it with Three.js's GLTFLoader:

import { GLTFLoader } from 'three/addons/loaders/GLTFLoader.js';

// gltfJson is the output of collect_gltf_textures(), serialized as JSON
const blob = new Blob([gltfJson], { type: 'application/json' });
const url = URL.createObjectURL(blob);

const loader = new GLTFLoader();
loader.load(url, (gltf) => {
    // Materials are already created as MeshStandardMaterial / MeshPhysicalMaterial
    const materials = gltf.parser.json.materials;

    // If injected into a geometry glTF, the scene contains the full model
    scene.add(gltf.scene);

    URL.revokeObjectURL(url);
});

Alternatively, when injecting materials into an existing glTF file (e.g. from build123d), simply load that file with GLTFLoader — Three.js handles the images, textures, and materials arrays automatically, including all KHR_materials_* extensions.

Consumer notes

  • Color space: Textures include a colorSpace field when available. Three.js expects color textures (baseColor, emissive, sheenColor, specularColor) in sRGB and data textures (roughness, metalness, normal, AO, displacement) in linear. Set texture.colorSpace accordingly.
  • Normal maps: Baked using the OpenGL convention (Y-up), matching Three.js and glTF expectations.
  • Scalar x texture: When both value and texture are present, Three.js multiplies them. The library sets scalars to 1.0 (neutral) when a texture is present so the texture controls fully.
  • glTF packed metallicRoughness: When present, the metallicRoughness property carries a single packed texture (G=roughness, B=metalness). The consumer must assign it to both metalnessMap and roughnessMap.

MaterialX

Sources

Source Type Shader model
ambientCG Texture-based open_pbr_surface
GPUOpen MaterialX Library Procedural (baked) standard_surface
PolyHaven Texture-based standard_surface
PhysicallyBased Parametric (no textures) open_pbr_surface

Browse materials on the source websites, then load them by name.

Material.{source}.load(name, resolution="1K") -> Material

Download, convert, and cache a material.

from threejs_materials import Material

mat = Material.gpuopen.load("Car Paint", resolution="1K")
mat = Material.ambientcg.load("Onyx015", resolution="1K")
mat = Material.polyhaven.load("plank_flooring_04", resolution="1K")
mat = Material.physicallybased.load("Titanium")

The first call downloads and converts the material (takes a few seconds). Subsequent calls return the cached JSON instantly from ~/.materialx-cache/.

Resolution

Pass a normalized resolution (1K, 2K, 4K, 8K — case-insensitive). Each source maps it to its native format:

Input GPUOpen ambientCG PolyHaven PhysicallyBased
1K 1k 8b 1K-PNG 1k n/a
2K 2k 8b 2K-PNG 2k n/a
4K 4k 8b 4K-PNG 4k n/a
8K 8K-PNG 8k n/a

PhysicallyBased materials are parametric — no resolution needed (and not accepted).

Material.list_sources()

Print available sources with clickable URLs.

from threejs_materials import Material

Material.list_sources()
# Material sources:
#   Material.ambientCG        https://ambientcg.com/list?type=material
#   Material.GPUOpen          https://matlib.gpuopen.com/main/materials/all
#   Material.PolyHaven        https://polyhaven.com/textures
#   Material.PhysicallyBased  https://physicallybased.info/

Material.from_mtlx(mtlx_file) -> Material

Convert a local .mtlx file without downloading anything.

from threejs_materials import Material

mat = Material.from_mtlx("examples/gpuo-car-paint.mtlx")

Texture paths in the .mtlx are resolved relative to the file's location.

Conversion pipeline

When a material is loaded:

  1. Download — source-specific: fetch ZIP (ambientCG, GPUOpen), individual files (PolyHaven), or generate from parameters (PhysicallyBased)
  2. Bake — run MaterialX TextureBaker (GLSL preferred, MSL fallback on macOS) to flatten procedural graphs into texture images
  3. Fallback merge — if the baker can't handle certain textures, merge from the original document
  4. EXR to PNG — convert any EXR textures to 8-bit PNG
  5. Extract — map shader inputs to MeshPhysicalMaterial properties with base64-encoded textures
  6. Cache — write JSON to ~/.materialx-cache/

Cache

Converted materials are cached as flat JSON files in ~/.materialx-cache/:

~/.materialx-cache/
    gpuopen_car_paint_1k_8b.json
    ambientcg_onyx015_1k-png.json
    polyhaven_plank_flooring_04_1k.json
    physicallybased_titanium.json

To force re-conversion, delete the cached file and call .load() again.

Shader model coverage

Supported models: standard_surface, gltf_pbr, open_pbr_surface. Other models produce empty output with a logged warning.

Feature standard_surface gltf_pbr open_pbr_surface
Base color Yes Yes Yes
Metalness Yes Yes Yes
Roughness Yes Yes Yes
Normal map Yes Yes Yes
Specular Yes (weight, color, IOR) Yes (weight, color, IOR) Yes (weight, color, IOR)
Transmission Yes Yes (+ attenuation) Yes (+ attenuation)
Emission Yes Yes Yes
Clearcoat Yes Yes Yes
Clearcoat normal Yes Yes Yes
Sheen Yes Yes Yes (fuzz)
Iridescence Yes Yes Yes
Anisotropy Yes (scalar — no Three.js strength map) Yes Yes
Opacity Yes Yes (alpha/alpha_mode) Yes (geometry_opacity)
Displacement Yes (model-independent) Yes Yes
Dispersion No Yes Yes
Normal scale No (baked into texture) Yes No (baked into texture)
Thin-walled No No Yes (→ DoubleSide)
Subsurface No No No

Subsurface scattering is not mapped — Three.js MeshPhysicalMaterial has no SSS support.

MaterialX limitations

Materials

  • Single material per document — only the first material is used when a .mtlx file contains multiple materials. A warning is logged.
  • First shader node — if a material has multiple shader nodes (e.g. surface + volume), only the first surface shader is extracted.

Baking

  • 8-bit textures — the TextureBaker uses UINT8 output. HDR information (emissive, HDR environment lighting baked into textures) is clamped to [0,1]. This is acceptable for web preview but lossy for physically accurate emissive maps.
  • Global bake lock — baking operations are serialized via a threading.Lock because the MaterialX baker requires os.chdir. This is thread-safe but becomes a bottleneck under concurrent load. The lock is per-process only (threading.Lock, not multiprocessing.Lock).
  • Geometry-dependent nodes — procedurals driven by <position>, <normal>, or <tangent> cannot be baked (the baker renders on a flat UV quad with no 3D geometry).

Image tracing

  • Single upstream imagefind_upstream_image returns the first image node found when walking upstream. Complex graphs with multiple images (layered blends, channel packing before baking) will only capture one image. After baking, this is fine since the baker flattens everything to single <image> nodes.
  • No channel extraction tracking — when an image passes through extract or swizzle nodes, the specific channel being used is not recorded. The consumer must know glTF metallicRoughness packing conventions (G=roughness, B=metalness).

EXR conversion

  • LDR clamp — EXR textures are clamped to [0,1] and converted to 8-bit PNG. Dynamic range beyond 1.0 is lost.
  • Channel naming — EXR files with non-standard channel names (not R/G/B/A) fall back to source-order channel selection, which may produce incorrect color mappings for unusual EXR layouts.

Network

  • No retry logic — a single network failure raises an exception. The caller is responsible for retries.
  • GPUOpen pagination — the material search assumes all results fit in one API page. Materials not in the first page may not be found.
  • GPUOpen sequential package lookup — each package UUID is queried individually; materials with many packages may be slow to resolve.

Caching

  • No cache invalidation — cached materials are never automatically refreshed. Delete the cache file manually to force re-conversion.

USD

For Blender users and other USD workflows: Material.from_usd() reads UsdPreviewSurface materials directly from USD files. No MaterialX baking is needed since UsdPreviewSurface is already a flat PBR shader.

Material.from_usd(usd_file) -> Material

Load a USD file (.usda, .usdc, .usdz) with UsdPreviewSurface materials.

from threejs_materials import Material

mat = Material.from_usd("model.usda")

Textures are resolved relative to the file location. USDZ archives with embedded textures are supported. Both metallic and specular workflows are handled (useSpecularWorkflow input).

UsdPreviewSurface input mapping

UsdPreviewSurface input Output property Notes
diffuseColor color value + texture
metallic metalness value + texture
roughness roughness value + texture
normal normal texture only
emissiveColor emissive value + texture
clearcoat clearcoat value only
clearcoatRoughness clearcoatRoughness value only
ior ior value only
occlusion ao texture only
displacement displacement texture only
opacity opacity + transparent: true if < 1
opacityThreshold alphaTest mask/cutout mode
specularColor specularColor only if useSpecularWorkflow == 1

Inputs at their UsdPreviewSurface default value are omitted from the output.

USD limitations

  • Single material per file — only the first UsdPreviewSurface material is used when a file contains multiple materials. A warning is logged.
  • No UV transform supportUsdTransform2d nodes are not read; texture coordinates are assumed to be used as-is.
  • Emission intensity — UsdPreviewSurface has no emission intensity input; emissiveColor maps directly to emissive.

Clients

build123d

build123d exports glTF geometry via OCCT's RWGltf_CafWriter, which handles meshes, nodes, and flat colors. To add PBR materials, post-process the generated glTF file by injecting material data from threejs-materials:

import json
from build123d import export_gltf
from threejs_materials import Material, collect_gltf_textures

# 1. Build your CAD model
# ...

# 2. Export geometry to glTF
export_gltf(my_shape, "model.gltf")

# 3. Load PBR materials
materials = {
    "body":  Material.gpuopen.load("Car Paint").override(color=(0.8, 0.1, 0.1)),
    "wood":  Material.gpuopen.load("Ivory Walnut Solid Wood").scale(2, 2),
    "glass": Material.physicallybased.load("Glass"),
}

# 4. Convert to glTF arrays (shared, deduplicated textures)
mat_data = collect_gltf_textures(materials)

# 5. Inject materials into the geometry glTF
with open("model.gltf") as f:
    gltf = json.load(f)

gltf["images"] = mat_data.get("images", [])
gltf["samplers"] = mat_data.get("samplers", [])
gltf["textures"] = mat_data.get("textures", [])
gltf["materials"] = mat_data["materials"]
if "extensionsUsed" in mat_data:
    gltf.setdefault("extensionsUsed", []).extend(mat_data["extensionsUsed"])

with open("model.gltf", "w") as f:
    json.dump(gltf, f)

The material names in the materials dict must match the material/color names assigned to shapes in the OCCT export so that mesh primitives reference the correct material index.

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